code_muni name_muni code_state abbrev_state
Length:1132 Length:1132 Length:1132 Length:1132
Class :character Class :character Class :character Class :character
Mode :character Mode :character Mode :character Mode :character
name_state code_region name_region fronteira
Length:1132 Length:1132 Length:1132 Mode :logical
Class :character Class :character Class :character FALSE:544
Mode :character Mode :character Mode :character TRUE :588
treated groups arcos AREA_TOT
Mode :logical Length:1132 Length:1132 Length:1132
FALSE:544 Class :character Class :character Class :character
TRUE :588 Mode :character Mode :character Mode :character
AREA_INT PORC_INT CID_GEMEA FAIXA_SEDE
Length:1132 Length:1132 Mode :logical Mode :logical
Class :character Class :character FALSE:555 FALSE:77
Mode :character Mode :character TRUE :33 TRUE :511
NA's :544 NA's :544
Argentina Bolivia Colombia French_Guiana
Mode :logical Mode :logical Mode :logical Mode :logical
FALSE:1099 FALSE:1112 FALSE:1130 FALSE:1130
TRUE :33 TRUE :20 TRUE :2 TRUE :2
Guyana Suriname Paraguay Peru
Mode :logical Mode :logical Mode :logical Mode :logical
FALSE:1126 FALSE:1128 FALSE:1112 FALSE:1120
TRUE :6 TRUE :4 TRUE :20 TRUE :12
Uruguay Venezuela Taxa_de_analfabetismo
Mode :logical Mode :logical Min. : 0.900
FALSE:1120 FALSE:1124 1st Qu.: 6.000
TRUE :12 TRUE :8 Median : 9.100
Mean : 9.901
3rd Qu.:12.200
Max. :40.200
NA's :1
Taxa_de_desemprego_16a_e+ Gini PIB_per_capita
Min. : 0.100 Min. :0.2947 Min. : 3129
1st Qu.: 2.090 1st Qu.:0.4442 1st Qu.: 10556
Median : 3.820 Median :0.4883 Median : 13964
Mean : 4.102 Mean :0.4952 Mean : 16374
3rd Qu.: 5.645 3rd Qu.:0.5387 3rd Qu.: 18872
Max. :27.760 Max. :0.8082 Max. :220358
NA's :1 NA's :1 NA's :1
%_população_com_renda_<_1/4_SM Taxa_de_trabalho_infantil
Min. : 0.07 Min. : 0.280
1st Qu.: 5.33 1st Qu.: 9.365
Median : 9.86 Median :14.470
Mean :13.86 Mean :17.226
3rd Qu.:17.62 3rd Qu.:22.135
Max. :77.91 Max. :72.090
NA's :1 NA's :1
Porcentagem_Homens_Jovens valor-2010 valor-2011 valor-2012
Min. : 7.88 Min. : 0.00 Min. : 0.00 Min. : 0.00
1st Qu.:11.54 1st Qu.: 0.00 1st Qu.: 0.00 1st Qu.: 0.00
Median :12.43 Median : 10.15 Median : 9.14 Median : 10.88
Mean :12.48 Mean : 15.53 Mean : 14.09 Mean : 16.09
3rd Qu.:13.32 3rd Qu.: 24.97 3rd Qu.: 22.91 3rd Qu.: 25.44
Max. :26.72 Max. :147.36 Max. :111.06 Max. :132.02
NA's :1 NA's :1 NA's :1 NA's :1
valor-2013 valor-2014 valor-2015 valor-2016
Min. : 0.00 Min. : 0.00 Min. : 0.00 Min. : 0.00
1st Qu.: 0.00 1st Qu.: 0.00 1st Qu.: 0.00 1st Qu.: 0.00
Median : 11.70 Median : 11.75 Median : 11.85 Median : 13.22
Mean : 15.92 Mean : 16.45 Mean : 16.47 Mean : 18.23
3rd Qu.: 24.92 3rd Qu.: 27.14 3rd Qu.: 25.67 3rd Qu.: 28.63
Max. :183.72 Max. :153.89 Max. :137.13 Max. :155.08
NA's :1 NA's :1 NA's :1 NA's :1
valor-2017 valor-2018 valor-2019 feminicidio hom_doloso
Min. : 0.00 Min. : 0.00 Min. : 0.00 Min. :0 Min. :0
1st Qu.: 0.00 1st Qu.: 0.00 1st Qu.: 0.00 1st Qu.:0 1st Qu.:0
Median : 14.57 Median : 12.38 Median : 10.86 Median :0 Median :0
Mean : 19.56 Mean : 16.87 Mean : 15.47 Mean :0 Mean :0
3rd Qu.: 30.12 3rd Qu.: 25.48 3rd Qu.: 23.98 3rd Qu.:0 3rd Qu.:0
Max. :222.00 Max. :211.02 Max. :176.68 Max. :0 Max. :0
NA's :1 NA's :1 NA's :1 NA's :3 NA's :3
lesao mandado transito esclarecer latrocinio
Min. :0 Min. : 0.00 Min. :0 Min. :0 Min. :0
1st Qu.:0 1st Qu.: 0.00 1st Qu.:0 1st Qu.:0 1st Qu.:0
Median :0 Median : 2.00 Median :0 Median :0 Median :0
Mean :0 Mean : 37.04 Mean :0 Mean :0 Mean :0
3rd Qu.:0 3rd Qu.: 21.00 3rd Qu.:0 3rd Qu.:0 3rd Qu.:0
Max. :0 Max. :3716.00 Max. :0 Max. :0 Max. :0
NA's :3 NA's :3 NA's :3 NA's :3 NA's :3
tentativa_hom geom
Min. :0 MULTIPOLYGON :1132
1st Qu.:0 epsg:4326 : 0
Median :0 +proj=long...: 0
Mean :0
3rd Qu.:0
Max. :0
NA's :3 Gráficos
Victor Batista
Mapa por grupos
Mapa por arcos
Análise exploratória
Estatísticas descritivas
Distribuição
Analfabetismo
Analfabetismo
Gini
Desemprego
Homicídios
valor-2010 valor-2011 valor-2012 valor-2013
Min. : 0.00 Min. : 0.00 Min. : 0.00 Min. : 0.00
1st Qu.: 0.00 1st Qu.: 0.00 1st Qu.: 0.00 1st Qu.: 0.00
Median : 10.15 Median : 9.14 Median : 10.88 Median : 11.70
Mean : 15.53 Mean : 14.09 Mean : 16.09 Mean : 15.92
3rd Qu.: 24.97 3rd Qu.: 22.91 3rd Qu.: 25.44 3rd Qu.: 24.92
Max. :147.36 Max. :111.06 Max. :132.02 Max. :183.72
NA's :1 NA's :1 NA's :1 NA's :1
valor-2014 valor-2015 valor-2016 valor-2017
Min. : 0.00 Min. : 0.00 Min. : 0.00 Min. : 0.00
1st Qu.: 0.00 1st Qu.: 0.00 1st Qu.: 0.00 1st Qu.: 0.00
Median : 11.75 Median : 11.85 Median : 13.22 Median : 14.57
Mean : 16.45 Mean : 16.47 Mean : 18.23 Mean : 19.56
3rd Qu.: 27.14 3rd Qu.: 25.67 3rd Qu.: 28.63 3rd Qu.: 30.12
Max. :153.89 Max. :137.13 Max. :155.08 Max. :222.00
NA's :1 NA's :1 NA's :1 NA's :1
valor-2018 valor-2019 geom
Min. : 0.00 Min. : 0.00 MULTIPOLYGON :1132
1st Qu.: 0.00 1st Qu.: 0.00 epsg:4326 : 0
Median : 12.38 Median : 10.86 +proj=long...: 0
Mean : 16.87 Mean : 15.47
3rd Qu.: 25.48 3rd Qu.: 23.98
Max. :211.02 Max. :176.68
NA's :1 NA's :1 Homicídios
Homicídios
Homicídios
Feminicídios
Homicídio doloso
Lesão seguida de morte
Mandados de prisão
Mortes no trânsito
Mortes a esclarecer
Latrocínio
Tentativa de homicídio
Outras variáveis da base do Ministério (estadual)
Apreensão de Cocaína
Apreensão de Maconha
Arma de Fogo Apreendida
Furto de veículo
Roubo a instituição financeira
Roubo de carga
Roubo de veículo
Tráfico de drogas